A Genetic Algorithm-Based, Hybrid Machine Learning Approach to Model Selection

Author:

Bies Robert R.,Muldoon Matthew F.,Pollock Bruce G.,Manuck Steven,Smith Gwenn,Sale Mark E.

Publisher

Springer Science and Business Media LLC

Subject

Pharmacology

Reference28 articles.

1. C. José, Pinheiro, D. M. Bates, and M. J. Lindstrom. Model building for nonlinear mixed effects models Proc. of the Biopharmaceutical Section, Joint Statistical Meetings, 1994.

2. Maitre P.O., Buhrer M., Thomson D., and Stanski D.R. (1991). A three-step approach combining Bayesian regression and NONMEM population analysis: application to midazolam. J. Pharmacokinet. Biopharm. 19(4):377–384

3. Wahlby U., Jonsson E.N., and Karlsson M.O. (2002). Comparison of stepwise covariate model building strategies in population pharmacokinetic–pharmacodynamic analysis. Aaps Pharmsci. 4(4):E27

4. Michalewicz Z. and Fogel D. (1988). How to Solve it: Modern Heuristics. SpringerVerlag, New York

5. Papadimitriou C.H. and Steiglitz K. (1998). Combinatorial optimization Algorithms and Complexity. Dover Publications, Mineola, New York

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